Event-Trigger Dynamic State Estimation for Practical WAMS Applications in Smart Grid

This book describes how dynamic state estimation application in wide-area measurement systems (WAMS) are crucial for power system reliability, to acquire precisely power system dynamics. The event trigger DSE techniques described by the authors provide a design balance between the communication rate...

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Bibliographic Details
Main Authors: Li, Zhen, Li, Sen (Author), Fernando, Tyrone (Author), Chen, Xi (Author)
Format: eBook
Language:English
Published: Cham Springer International Publishing 2020, 2020
Edition:1st ed. 2020
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
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245 0 0 |a Event-Trigger Dynamic State Estimation for Practical WAMS Applications in Smart Grid  |h Elektronische Ressource  |c by Zhen Li, Sen Li, Tyrone Fernando, Xi Chen 
250 |a 1st ed. 2020 
260 |a Cham  |b Springer International Publishing  |c 2020, 2020 
300 |a XVI, 285 p. 70 illus., 56 illus. in color  |b online resource 
505 0 |a Introduction -- Event-trigger Design for Linear Filtering Event-trigger Strategies -- State Estimation of Doubly Fed Induction Generator (DFIG) Wind Turbine (WT) in Smart Grid -- Event-trigger Particle Filter Design under Limited Communication Bandwidth -- Event-trigger Heterogeneous Nonlinear Filter Design under Limited Computational Burden -- Event-trigger Robust Nonlinear Filter Design under Non-Gaussian Noises -- Event-trigger Robust Nonlinear Filter Design with Packet Dropout -- Discussion on Other Practical Design 
653 |a Mechanical Power Engineering 
653 |a Electric power production 
653 |a Electronic circuits 
653 |a Signal, Speech and Image Processing 
653 |a Electrical Power Engineering 
653 |a Electronic Circuits and Systems 
653 |a Signal processing 
700 1 |a Li, Sen  |e [author] 
700 1 |a Fernando, Tyrone  |e [author] 
700 1 |a Chen, Xi  |e [author] 
041 0 7 |a eng  |2 ISO 639-2 
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028 5 0 |a 10.1007/978-3-030-45658-0 
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520 |a This book describes how dynamic state estimation application in wide-area measurement systems (WAMS) are crucial for power system reliability, to acquire precisely power system dynamics. The event trigger DSE techniques described by the authors provide a design balance between the communication rate and estimation performance, by selectively sending the innovational data. The discussion also includes practical problems for smart grid applications, such as the non-Gaussian process/measurement noise, packet dropout, computation burden of accurate DSE, robustness to the system variation, etc. Readers will learn how the event trigger DSE can facilitate the effective reduction of communication rates, with guaranteed accuracy under a variety of practical conditions in smart grid applications. Focuses on dynamic state estimation (DSE) design for practical smart grid applications; Summarizes the event trigger strategy design for DSE.; Enables designs that reduce the communication rate and achieve balance between the bandwidth and accuracy